Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add booklib-ai/booklib --skill spring-boot-in-actiongit clone --depth 1 https://github.com/booklib-ai/booklibWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/booklib-ai/booklib/spring-boot-in-action)<a href="https://agentmods.dev/skills/booklib-ai/booklib/spring-boot-in-action"><img src="https://agentmods.dev/badge/skills/booklib-ai/booklib/spring-boot-in-action/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/booklib-ai/booklib/spring-boot-in-action"><img src="https://agentmods.dev/badge/skills/booklib-ai/booklib/spring-boot-in-action.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00161 | $0.03931 |
| Opus 5.5 | $0.00064 | $0.01572 |
| Sonnet 5.5 | $0.00032 | $0.00786 |
| Haiku 4.5 | $0.00016 | $0.00393 |
Grade A, and why
spring-boot-in-action scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 341 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Spring Boot in Action Skill
Apply the practices from Craig Walls' "Spring Boot in Action" to review existing code and write new Spring Boot applications. This skill operates in two modes: Review Mode (analyze code for violations of Spring Boot idioms) and Write Mode (produce clean, idiomatic Spring Boot from scratch).
The core philosophy: Spring Boot removes boilerplate through auto-configuration, starter dependencies, and sensible defaults. Fight the framework only when necessary — and when you do, prefer application.properties over code.
Reference Files
practices-catalog.md— Before/after examples for auto-configuration, starters, properties, profiles, security, testing, Actuator, and deployment
How to Use This Skill
Before responding, read practices-catalog.md for the topic at hand. For configuration issues read the properties/profiles section. For test code read the testing section. For a full review, read all sections.
Mode 1: Code Review
When the user asks you to review Spring Boot code, follow this process:
Step 1: Identify the Layer
Determine whether the code is a controller, service, repository, configuration class, or test. Review focus shifts by layer.
Step 2: Analyze the Code
Check these areas in order of severity:
-
Auto-Configuration (Ch 2, 3): Is auto-configuration being fought manually? Look for
@Beandefinitions that replicate what Spring Boot already provides (DataSource, Jackson, Security, etc.). Remove manual config where auto-config suffices. -
Starter Dependencies (Ch 2): Are dependencies declared individually instead of using starters?
spring-boot-starter-web,spring-boot-starter-data-jpa,spring-boot-starter-securityetc. bundle correct transitive dependencies and version-manage them. -
Externalized Configuration (Ch 3): Are values hardcoded that belong in
application.properties? Ports, URLs, credentials, timeouts should all be externalized. Use@ConfigurationPropertiesfor type-safe config objects; use@Valueonly for single values.
What ships with it
6 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 1mo ago First seen · 341 lines · 161 tokens per session scan A f5319c7cdf84
spring-boot-in-action is a skill published in the GitHub repository booklib-ai/booklib (40 stars, last pushed 6mo ago), licensed MIT. It adds 161 tokens to every session and 3,931 once invoked, about $0.0006 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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